Letters with legal weight: what AI may draft for a hotel and what a lawyer must see

An AI legal letter can be drafted by a chat tool, but not trusted: every law article must be opened at mevzuat.gov.tr and deleted if it does not match, and letters with legal weight go to counsel. Hallucination means output that is false but reads as plausible.

A reply to a consumer arbitration committee goes out with a law article that does not exist. It reads perfectly, and that is exactly the problem: nothing in the sentence signals that the article was invented. This article gives you a working split between the letters a manager may send after a check and the letters that always go to counsel, a one-line rule for citations, and a file structure that lets the hotel prove, months later, what it sent and why.

Why do AI tools invent law articles and court decisions?#

Because a language model produces text that fits the shape of legal writing, not text that has been checked against the law. A plausible article number costs it nothing.

The failure has a name. Türkiye's Personal Data Protection Authority describes hallucination as generated content that does not match reality but often looks quite plausible and convincing, and adds that answers can be wrong even when they read coherently, so checking their accuracy matters (Kişisel Verileri Koruma Kurumu, Üretken Yapay Zekâ ve Kişisel Verilerin Korunması Rehberi, 24 November 2025 (opens in a new tab)).

The mechanism is simple to state. The tool predicts what a sentence like this usually looks like next, and "Law No. 6502, Article 68" is a highly predictable pattern. A fabricated citation has exactly the same shape as a real one, because the shape is all the model ever had.

This is why legal text is worse than marketing text. A wrong adjective in a newsletter is embarrassing. A wrong article number in a formal reply hands the other side an argument. Inside one hotel letter there are four separate failure points: the law, the contract reference, the arithmetic (nights, amounts, invoice numbers) and the dates. Each fails separately, so each needs its own check.

Note the asymmetry. A correct letter earns nothing extra, while one invented citation can cost the letter its authority. The same KVKK guide stresses regular monitoring of outputs, supported by human oversight where needed, which is a process the hotel runs, not a promise the tool makes. If you want the broader picture of why assistants invent facts, see AI hallucination in hotels: why assistants invent facts and how to catch them.

Which letters can a manager send after a check?#

Letters that ask, remind, confirm or inform, where a mistake costs time rather than a right, can be drafted with AI and sent by a manager after a check.

The green list is concrete: a request for a document from an agency, a reminder about an unpaid invoice, a confirmation of a reservation or a contracted rate, a cover note for a monthly report, an internal notice about a shift or a procedure. The test that decides it: if this letter is wrong, does the hotel lose money, a right or a statutory deadline? If the answer is no, it is green.

Keep the numbers out of the draft. Amounts, invoice numbers and dates are copied from the hotel's own system into the text, never read back from the tool's output. Ask for a plain register, too: a reminder that reads like a legal threat closes the door the letter was meant to open.

One boundary rule: a green letter that cites an article stops being green. Remove the citation or move the letter to the red list. And name the second reader before sending, because the author of a draft is the worst person to catch a wrong amount in it.

Which letters must always go to a lawyer?#

Any letter that starts, answers or defends a legal process, or that ends someone's rights, goes to counsel, with AI at most preparing the file behind it.

The red set: replies to consumer arbitration committees, petitions and defences in a lawsuit, dismissal and disciplinary notices, responses to an authority inspection, settlement offers, and anything that admits a fact or accepts a figure. These are the letters where a single sentence can be read as an admission, a waiver or a breach, and no amount of good grammar repairs that.

AI still has a legitimate role here. It can summarise the correspondence, build the chronology, list the dates, translate a document and draft questions for counsel. It never writes the operative text.

On consumer arbitration committees, state the mechanism and stop there. Under Law No. 6502 (Articles 66, 68 and 70) the committees resolve disputes from consumer transactions, their decisions bind the parties, and either party can object at the consumer court within two weeks of being notified, an objection that does not stop enforcement unless the judge orders it (Source: Law No. 6502, Official Gazette No. 28835, 28 November 2013). Confirm scope, dates and your own case with a legal adviser; this article describes the duty in general terms and is not legal advice. Record who the counsel was and when the file was handed over, so the handover is traceable later. For the records behind a complaint, see tour operator complaint claims: the records a hotel needs and how to answer.

How do you check a law article before it leaves the building?#

You open it. A named person opens every law number, article number and court decision at the official source, and anything that cannot be found is deleted rather than softened.

The official source is mevzuat.gov.tr, which carries the consolidated text, and the consolidated text is the reference, not a summary of it. Check three things, not one: the law number, the article number, and whether the article actually says what the draft claims it says.

On court decisions, set a hard rule: no decision from memory. If the tool names one, it stays unverified until a primary source is opened, and if none can be found the sentence goes. Apply the same test to communiqués and Official Gazette references: the number and the date in the letter must match the text that was opened. Record the check in one line per citation: who opened it, on what date, and what the article says.

Accept the trade-off. A letter with no citations is often stronger than one carrying three unverified ones.

Where should dates and deadlines come from?#

From the document the hotel received and the official calendar, never from the tool. A date is the one element a chat tool cannot check for you.

The clock starts with notification, so record the notification date on arrival: the date stamp on a hand delivery, the delivery record for post, the e-Devlet delivery for an online application. For example, a guest applies to the committee and the hotel is notified on a Monday; the file records that date, the two-week objection window that runs from it, and the last day written out in full.

For the 2026 limit, use the source, not the tool: for applications made in 2026, the monetary limit is set by the Ministry of Trade and published in the Official Gazette at the start of the year. Check the current limit on the Ministry of Trade website or consult your legal adviser. Below that limit, applying to a committee is mandatory; at or above it, a committee cannot take the case. The application itself is made in person or through a lawyer, by hand, by post or online via e-Devlet through the Consumer Information System (Consumer Arbitration Committees Regulation, Article 11).

Never let the tool compute a deadline. It will produce a confident date, and confidence is not a calendar. Put every deadline in the hotel's own calendar with one named owner, so it does not live only in an inbox. If the complaint started before the committee, the earlier records matter too: guest complaints after checkout: emails, complaint sites and the consumer line.

What stays out of the tool, and what stays in the file?#

Guest identity, contact and health details, contract terms and anything a competitor could use stay out of public chat tools; the final letter, the checks behind it and the proof of delivery stay in the hotel's file.

Start from the rule, not the tool. Personal data rules apply to whatever the hotel types into a chat window, and the KVKK guide stresses human oversight and monitoring of outputs rather than trusting them. The list of what stays out: identity and passport data, KBS records (guest identity notifications), health and accessibility details, complaint narratives with names attached, rate and contract terms, and staff disciplinary details.

Work with placeholders. Draft with "[guest name]" and "[invoice no]" and fill them in inside the hotel's own system, so the tool never sees the person. Check the settings before the first letter: whether inputs may be used to improve the service, and if the answer is unclear, treat the tool as public. A fuller policy is described in hotel AI policy: what staff may share with AI chat tools.

Then build the file: the final letter as sent, the citation checks, the source of every number, the delivery proof and the name of the signer. Ask the accountant how long the underlying record is kept, and keep the letter file for at least as long.

What to do next#

Write the hotel's own two lists this week: the green letters a manager may send after a check, and the red letters that always go to counsel, with the one-line citation rule pinned beside them. The pieces hold together in that order: weight decides who writes the letter, the citation rule decides what survives in it, the notification decides the dates, and the file decides what the hotel can prove afterwards.